use std::collections::HashMap;
use async_trait::async_trait;
use tokio::sync::Mutex;
use crate::error::Result;
use crate::interfaces::brain::{BrainContext, BrainEvent, BrainPlugin};
#[derive(Debug, Clone)]
pub struct NeedSuggestion {
pub limitation: String,
pub evidence_count: u32,
pub title: String,
}
pub struct NeedRecognitionBrain {
counts: Mutex<HashMap<String, u32>>,
last_suggestion: Mutex<Option<NeedSuggestion>>,
threshold: u32,
}
impl NeedRecognitionBrain {
pub fn new() -> Self {
Self {
counts: Mutex::new(HashMap::new()),
last_suggestion: Mutex::new(None),
threshold: 3,
}
}
pub async fn last_suggestion(&self) -> Option<NeedSuggestion> {
let guard = self.last_suggestion.lock().await;
guard.clone()
}
fn detect_limitation(message: &str) -> Option<String> {
let lower = message.to_lowercase();
if ["forgot", "don't remember", "didn't remember"]
.iter()
.any(|kw| lower.contains(kw))
{
return Some("memory".to_string());
}
if ["not what i meant", "misunderstood", "wrong"]
.iter()
.any(|kw| lower.contains(kw))
{
return Some("understanding".to_string());
}
if ["slow", "takes too long"]
.iter()
.any(|kw| lower.contains(kw))
{
return Some("performance".to_string());
}
None
}
}
#[async_trait]
impl BrainPlugin for NeedRecognitionBrain {
fn name(&self) -> &str {
"need_recognition"
}
fn description(&self) -> &str {
"Detects recurring limitations and suggests improvements"
}
async fn on_event(&self, event: BrainEvent, _ctx: &BrainContext) -> Result<()> {
if let BrainEvent::UserMessage { text, .. } = event {
let Some(limitation) = Self::detect_limitation(&text) else {
return Ok(());
};
let mut counts = self.counts.lock().await;
let count = counts.entry(limitation.clone()).or_insert(0);
*count += 1;
if *count >= self.threshold {
let suggestion = NeedSuggestion {
limitation: limitation.clone(),
evidence_count: *count,
title: format!("Improve {} handling", limitation),
};
let mut guard = self.last_suggestion.lock().await;
*guard = Some(suggestion);
}
}
Ok(())
}
}